Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass
Plug-in Classifiers

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Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers

12 August 2014

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Papers citing "Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers"

9 / 9 papers shown

Title
Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data Cuong V Nguyen L. Ho Vu C. Dinh OOD 43 11 0 12 Jun 2014
Prediction of time series by statistical learning: general losses and fast rates Pierre Alquier Xiaoyin Li Olivier Wintenberger AI4TS 142 46 0 08 Nov 2012
New Analysis and Algorithm for Learning with Drifting Distributions M. Mohri Andrés Munoz Medina 133 125 0 19 May 2012
Classification via local multi-resolution projections Jean-Baptiste Monnier 58 5 0 28 Oct 2011
Plug-in Approach to Active Learning Stanislav Minsker 105 48 0 07 Apr 2011
Analysis of comparative data with hierarchical autocorrelation Cécile Ané 81 57 0 19 Apr 2008
Generalization error for multi-class margin classification Xiaotong Shen Lifeng Wang 87 22 0 27 Aug 2007
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 575 467 0 17 Aug 2007
Fast rates for support vector machines using Gaussian kernels Ingo Steinwart C. Scovel 286 283 0 14 Aug 2007